Model-based reconstruction with learning: From unsupervised to supervised and beyond
Imaging modalities such as magnetic resonance imaging (MRI), X-ray computed
tomography (CT), positron-emission tomography (PET), and single-photon-emission
computed tomography (SPECT) are regularly used in clinical practice for characterizing
anatomical structures and physiological functions and to aid clinical diagnosis and
treatment. Various sophisticated image reconstruction methods have been proposed for
these modalities that help recover high-quality images, especially from limited or corrupted …
tomography (CT), positron-emission tomography (PET), and single-photon-emission
computed tomography (SPECT) are regularly used in clinical practice for characterizing
anatomical structures and physiological functions and to aid clinical diagnosis and
treatment. Various sophisticated image reconstruction methods have been proposed for
these modalities that help recover high-quality images, especially from limited or corrupted …
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